Machine Learning Engineer
Hello HeartDigital Therapeutics company
Tel Aviv, IsraelSenior
Khosla Ventures
Stripes
IVP
BlueRun Ventures
Maven Ventures
Resolute Ventures
Data & AI
About the role
TL;DR
Own ML models for user engagement, risk stratification, and personalized health recommendations.
- •Hello Heart is seeking a Machine Learning Engineer to join the team that builds the predictive intelligence powering the Hello Heart app.
- •You will own the ML models behind user engagement, cardiovascular risk stratification, and personalized health recommendations.
- •This role demands both statistical depth and engineering proficiency
- •you will be expected to take models from research through to deployment, write code built for production, and use AI coding assistants fluently.
- •Key Responsibilities Lead end-to-end development of predictive ML models.
- •Apply strong statistical foundations to model design and interpretation.
- •Write production-grade Python code.
- •Partner with product managers and engineers to translate strategic questions into data-driven solutions.
- •Research and implement cutting-edge ML techniques.
- •Requirements 5+ years of hands-on experience developing, deploying, and maintaining ML models in production environments.
- •Bachelor's degree in Statistics, Computer Science, Applied Mathematics, or a related quantitative field.
- •Deep expertise in statistics and probability.
- •Strong software engineering skills in Python.
- •Proficiency using AI coding assistants.
Required skills
PythonPyTorchscikit-learnAWS
Nice-to-have skills
DockerKubernetesMLflowSageMakerVertex AI
Domain expertise
healthtechai
Tech stack
PythonPyTorchscikit-learnAWS